Using Alternative Sources of Evidence in Computer-Assisted Billing Coding
A computerized billing code generator reviews billing source data containing both admissible data (such as physician's notes) and inadmissible data (such as nurse's notes). The billing code generator determines whether to generate a request to review the first data based on both the first data and the second data. For example, the billing code generator may generate the request in response to determining that the second data contains information that is inconsistent with information contained in the first data. As another example, the billing code generator may generate the request in response to determining that the second data contains information that is not contained within the first data.
1 . A computer-implemented method performed by at least one computer processor, the method comprising:
identifying first data relating to a fact, wherein the first data is admissible in a billing process;
identifying second data relating to the fact, wherein the second data is not admissible in the billing process; and
deciding, based on the first data and the second data, whether to generate a request to review the first data.
2 . The method of claim 1 , wherein the request to review the first data comprises a request to clarify the first data.
3 . The method of claim 1 , wherein the request to review the first data comprises a request to add information to the first data.
4 . The method of claim 1 further comprising assigning an admissibility value to at least one of the first data and the second data.
5 . The method of claim 1 further comprising assigning a weight to at least one of the first data and the second data.
6 . The method of claim 1 further comprising analyzing a weight assigned to the first data to decide whether to generate the request.
7 . The method of claim 1 further comprising analyzing a weight assigned to the second data to decide whether to generate the request.
8 . The method of claim 1 further comprising analyzing, by a billing code generator, billing source data to decide whether to generate the request.
9 . The method of claim 1 , wherein deciding further comprises determining to generate the request to review the first data based upon the second data.
10 . The method of claim 1 , wherein deciding further comprises determining whether the second data contains information that is inconsistent with information contained in the first data.
11 . The method of claim 1 , wherein deciding further comprises determining whether the second data contains information that is not contained within the first data.
12 . The method of claim 1 further comprising determining, based upon second data including data associated with a patient encounter, to generate the request to review the first data.
13 . The method of claim 1 further comprising determining, based upon second data including data associated with a plurality of patient encounters, to generate the request to review the first data.
14 . The method of claim 1 further comprising determining to generate the request to review the first data, based upon an analysis of a weight assigned to at least one of the first data and the second data.
15 . The method of claim 1 further comprising determining to generate the request to review the first data, based upon identifying an inconsistency between the first data and the second data.
16 . The method of claim 1 further comprising determining to generate the request to review the first data, based upon determining that the second data contains information that is missing from the first data.
17 . The method of claim 1 , wherein identifying first data further comprises:
receiving a first portion of the first data during generation of a second portion of the first data;
analyzing the first portion of the first data; and
identifying the first portion as first data relating to the fact and admissible in the billing process, based on the analysis.
18 . The method of claim 17 further comprising transmitting, by a billing code generator executing on a computing device, the request for review to a user of the billing code generator during generation of the first data.
19 . The method of claim 1 further comprising determining to generate the request to review the first data, based upon an analysis of an admissibility value assigned to the second data.
20 . The method of claim 1 further comprising determining to generate the request to review the first data, based upon an analysis of an admissibility value assigned to the second data and an analysis of a weight assigned to the second data.
21 . The method of claim 1 further comprising:
identifying third data relating to the fact, wherein the third data is not admissible in the billing process; and
determining to generate the request to review the first data, based upon an analysis of a weight assigned to the second data and an analysis of a weight assigned to the third data.
22 . The method of claim 1 further comprising transmitting, by a billing code generator executing on a computing device, the request for review to a user of the billing code generator.
23 . The method of claim 1 further comprising transmitting, by a billing code generator executing on a computing device, the request for review to a user of a second computing device, the user having generated a report including the first data.
24 . The method of claim 1 further comprising transmitting, by a billing code generator executing on a computing device, the request for review to a human user of the billing code generator.
25 . The method of claim 1 further comprising transmitting, by a billing code generator executing on a computing device, the request for review to a computer-based system.
26 . A system comprising:
a billing code generator executing on a computing device;
a data identification component executed by the billing code generator, identifying first data relating to a fact, wherein the first data is admissible in a billing process, and identifying second data relating to the fact, wherein the second data is not admissible in the billing process; and
a data analysis component executed by the billing code generator and deciding, based on the first data and the second data, whether to generate a request to review the first data.
27 . The system of claim 26 , wherein the billing code generator further comprises means for accessing billing source data.
28 . The system of claim 26 , wherein the billing code generator further comprises a transmitter for sending, to a user of the billing code generator, the request for review.
29 . The system of claim 26 , wherein the data identification component associates at least one data source with the first data.
30 . The system of claim 26 , wherein the data identification component associates at least one data source with the second data.
31 . The system of claim 26 , wherein the data identification component further comprises means for assigning an admissibility value to at least one of the first data and the second data.
32 . The system of claim 26 , wherein the data identification component further comprises means for assigning a weight to at least one of the first data and the second data.
33 . The system of claim 26 , wherein the data analysis component further comprises means for generating the request to review the first data based upon the second data.
34 . The system of claim 26 , wherein the data analysis component further comprises means for analyzing a weight assigned to the first data to decide whether to generate the request.
35 . The system of claim 26 , wherein the data analysis component further comprises means for analyzing a weight assigned to the second data to decide whether to generate the request.
36 . A non-transitory computer readable medium having instructions stored thereon, wherein the instructions are executable by at least one computer processor to perform a method, the instructions comprising:
instructions to identify first data relating to a fact, wherein the first data is admissible in a billing process;
instructions to identify second data relating to the fact, wherein the second data is not admissible in the billing process; and
instructions to decide, based on the first data and the second data, whether to generate a request to review the first data.
37 . A computer-implemented method performed by at least one computer processor, the method comprising:
determining to generate a request to review first data relating to a fact, based on an analysis of the first data and second data relating to the fact, wherein the first data is admissible in a billing process and the second data is not admissible in the billing process;
generating a proposed request to review the first data;
requesting, from a user, review of the proposed request;
determining that the user accepted the proposed request; and
generating a final request based on determining that the user accepted the proposed request.
38 . A non-transitory computer readable medium having instructions stored thereon, wherein the instructions are executable by at least one computer processor to perform a method, the instructions comprising:
instructions to determine to generate a request to review first data relating to a fact, based on an analysis of the first data and second data relating to the fact, wherein the first data is admissible in a billing process and the second data is not admissible in the billing process;
instructions to generate a proposed request to review the first data;
instructions to request, from a user, review of the proposed request;
instructions to determine that the user accepted the proposed request; and
instructions to generate a final request based on determining that the user accepted the proposed request.
39 . A computer-implemented method executable by at least one computer processor to perform a method, the method comprising:
identifying first data relating to a fact, wherein the first data is admissible in a billing process;
identifying second data relating to the fact, wherein the second data is not admissible in the billing process;
generating a billing code based on at least one of the first data and the second data;
determining that the second data contains information that is inconsistent with information contained in the first data; and
deciding, based on the determination that the second data contains information that is inconsistent with information contained in the first data, whether to generate a request to review the generated billing code.
40 . A non-transitory computer readable medium having instructions stored thereon, wherein the instructions are executable by at least one computer processor to perform a method, the instructions comprising:
instructions to identify first data relating to a fact, wherein the first data is admissible in a billing process;
instructions to identify second data relating to the fact, wherein the second data is not admissible in the billing process;
instructions to generate a billing code based on at least one of the first data and the second data;
instructions to determine that the second data contains information that is inconsistent with information contained in the first data; and
instructions to decide, based on the determination that the second data contains information that is inconsistent with information contained in the first data, whether to generate a request to review the generated billing code.
41 . A computer-implemented method comprising:
identifying first data relating to a fact, wherein the first data is admissible in a billing process;
identifying second data relating to the fact, wherein the second data is not admissible in the billing process;
generating a billing code based on at least one of the first data and the second data;
determining that the second data contains information that is inconsistent with information contained in the first data; and
modifying a level of confidence associated with the billing code, based on the determination that the second data contains information that is inconsistent with information contained in the first data.
42 . The method of claim 1 , wherein modifying further comprises:
increasing the level of confidence associated with a billing code, based on the determination that the second data contains information that is inconsistent with information contained in the first data.
43 . A non-transitory computer readable medium having instructions stored thereon, wherein the instructions are executable by at least one computer processor to perform a method, the instructions comprising:
instructions to identify first data relating to a fact, wherein the first data is admissible in a billing process;
instructions to identify second data relating to the fact, wherein the second data is not admissible in the billing process;
instructions to generate a billing code based on at least one of the first data and the second data;
instructions to determine that the second data contains information that is inconsistent with information contained in the first data; and
instructions to modify a level of confidence associated with the billing code, based on the determination that the second data contains information that is inconsistent with information contained in the first data.
44 . The computer readable medium of claim 43 , wherein the instructions to modify further comprise:
instructions to increase the level of confidence associated with a billing code, based on the determination that the second data contains information that is inconsistent with information contained in the first data.